{"total":22,"rows":[{"id":"2412.06878","title":"SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations","created":"2024-12-09","cited_by_count":38,"area":"safety"},{"id":"2411.09259","title":"Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey","created":"2024-11-14","cited_by_count":32,"area":"safety"},{"id":"2504.15512","title":"T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models","created":"2025-04-22","cited_by_count":18,"area":"safety"},{"id":"2506.07891","title":"Video Unlearning via Low-Rank Refusal Vector","created":"2025-06-09","cited_by_count":13,"area":"safety"},{"id":"2509.22292","title":"Jailbreaking on Text-to-Video Models via Scene Splitting Strategy","created":"2025-09-26","cited_by_count":12,"area":"safety"},{"id":"2504.16907","title":"BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation","created":"2025-04-23","cited_by_count":9,"area":"safety"},{"id":"2505.21074","title":"Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling","created":"2025-05-27","cited_by_count":8,"area":"safety"},{"id":"2512.06674","title":"RunawayEvil: Jailbreaking the Image-to-Video Generative Models","created":"2025-12-07","cited_by_count":8,"area":"safety"},{"id":"2408.00352","title":"Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion","created":"2024-08-01","cited_by_count":7,"area":"safety"},{"id":"2602.20999","title":"VII: Visual Instruction Injection for Jailbreaking Image-to-Video Generation Models","created":"2026-02-24","cited_by_count":7,"area":"safety"},{"id":"2502.16423","title":"Unified Prompt Attack Against Text-to-Image Generation Models","created":"2025-02-23","cited_by_count":5,"area":"safety"},{"id":"2601.11210","title":"VidLeaks: Membership Inference Attacks Against Text-to-Video Models","created":"2026-01-16","cited_by_count":5,"area":"safety"},{"id":"2511.13127","title":"SPARK: Jailbreaking T2V Models by Synergistically Prompting Auditory and Recontextualized Knowledge","created":"2025-11-17","cited_by_count":4,"area":"safety"},{"id":"2511.18684","title":"Now You See It, Now You Don't - Instant Concept Erasure for Safe Text-to-Image and Video Generation","created":"2025-11-24","cited_by_count":4,"area":"safety"},{"id":"2511.21145","title":"TEAR: Temporal-aware Automated Red-teaming for Text-to-Video Models","created":"2025-11-26","cited_by_count":3,"area":"safety"},{"id":"2506.05376","title":"A Red Teaming Roadmap Towards System-Level Safety","created":"2025-05-30","cited_by_count":2,"area":"safety"},{"id":"2603.24857","title":"AI Security in the Foundation Model Era: A Comprehensive Survey from a Unified Perspective","created":"2026-03-25","cited_by_count":1,"area":"safety"},{"id":"2605.01761","title":"TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks","created":"2026-05-03","cited_by_count":1,"area":"safety"},{"id":"2607.14194","title":"Inference-Time Concept Suppression and Video-Centric Evaluation for Text-to-Video Models","created":"2026-07-15","cited_by_count":0,"area":"safety"},{"id":"2608.10933","title":"SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense","created":"2026-08-11","cited_by_count":0,"area":"safety"},{"id":"2609.31032","title":"TempQ-Jail: Query-Constrained Candidate Ranking for Text-to-Video Jailbreak Attacks","created":"2026-09-25","cited_by_count":0,"area":"safety"},{"id":"2609.39605","title":"FOMO: Forget the Concept, Don't Miss Out on the Scene in Selective Video Unlearning","created":"2026-09-30","cited_by_count":0,"area":"safety"}],"next_cursor":null}